Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Type: Preprint

Publication Date: 2014-01-01

Citations: 3424

DOI: https://doi.org/10.48550/arxiv.1412.7062

Locations

  • arXiv (Cornell University) - View - PDF
  • HAL (Le Centre pour la Communication Scientifique Directe) - View
  • DataCite API - View

Similar Works

Action Title Year Authors
+ PDF Chat DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2017 Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
+ DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2016 Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
+ Fully Convolutional Networks for Semantic Segmentation 2014 J. D. Long
Evan Shelhamer
Trevor Darrell
+ PDF Chat Fully convolutional networks for semantic segmentation 2015 Jonathan Long
Evan Shelhamer
Trevor Darrell
+ Fully Convolutional Networks for Semantic Segmentation 2016 Evan Shelhamer
Jonathan Long
Trevor Darrell
+ Fully Convolutional Networks for Semantic Segmentation 2016 Jonathan Long
Evan Shelhamer
Trevor Darrell
+ Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform 2015 Liang-Chieh Chen
Jonathan T. Barron
George Papandreou
Kevin Murphy
Alan Yuille
+ PDF Chat Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform 2016 Liang-Chieh Chen
Jonathan T. Barron
George Papandreou
Kevin Murphy
Alan Yuille
+ PDF Chat Learning Fully Dense Neural Networks for Image Semantic Segmentation 2019 Mingmin Zhen
Jinglu Wang
Lei Zhou
Tian Fang
Long Quan
+ Convolutional CRFs for Semantic Segmentation. 2018 Marvin Teichmann
Roberto Cipolla
+ Learning Fully Dense Neural Networks for Image Semantic Segmentation 2019 Mingmin Zhen
Jinglu Wang
Lei Zhou
Tian Fang
Long Quan
+ Convolutional CRFs for Semantic Segmentation 2018 Marvin Teichmann
Roberto Cipolla
+ Convolutional CRFs for Semantic Segmentation 2018 Marvin Teichmann
Roberto Cipolla
+ PDF Chat Semantic Image Segmentation via Deep Parsing Network 2015 Ziwei Liu
Xiaoxiao Li
Ping Luo
Chen Change Loy
Xiaoou Tang
+ SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 2015 Vijay Badrinarayanan
Alex Kendall
Roberto Cipolla
+ Semantic Image Segmentation via Deep Parsing Network 2015 Ziwei Liu
Xiaoxiao Li
Ping Luo
Chen Change Loy
Xiaoou Tang
+ SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 2015 Vijay Badrinarayanan
Alex Kendall
Roberto Cipolla
+ High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks 2016 Zifeng Wu
Chunhua Shen
Anton van den Hengel
+ High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks 2016 Zifeng Wu
Chunhua Shen
Anton van den Hengel
+ SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 2017 Vijay Badrinarayanan
A. C. Kendall
Roberto Cipolla

Works That Cite This (964)

Action Title Year Authors
+ PDF Chat Framework-agnostic Semantically-aware Global Reasoning for Segmentation 2024 Mir Rayat Imtiaz Hossain
Leonid Sigal
James J. Little
+ PDF Chat A CNN Cascade for Landmark Guided Semantic Part Segmentation 2016 Aaron S. Jackson
Michel Valstar
Georgios Tzimiropoulos
+ Weakly-Supervised Semantic Segmentation Using Motion Cues 2016 Pavel Tokmakov
Karteek Alahari
Cordelia Schmid
+ PDF Chat TransCAM: Transformer attention-based CAM refinement for Weakly supervised semantic segmentation 2023 Ruiwen Li
Zheda Mai
Zhibo Zhang
Jongseong Jang
Scott Sanner
+ PDF Chat Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review 2023 Shanliang Yao
Runwei Guan
Xiaoyu Huang
Zhuoxiao Li
Xiangyu Sha
Yong Yue
Eng Gee Lim
Hyungjoon Seo
Ka Lok Man
Xiaohui Zhu
+ PDF Chat Attention-guided chained context aggregation for semantic segmentation 2021 Quan Tang
Fagui Liu
Tong Zhang
Jun Jiang
Yu Zhang
+ PDF Chat Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers 2020 Christoph Kamann
Carsten Rother
+ Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey 2023 Anusha Aswath
Ahmad Alsahaf
Ben N. G. Giepmans
George Azzopardi
+ PDF Chat MetaPix: Domain transfer for semantic segmentation by meta pixel weighting 2021 Yiren Jian
Chongyang Gao
+ PDF Chat Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival Using a Full-Scale UNet with Attention 2022 Emmanuelle Bourigault
Daniel R. McGowan
Abolfazl Mehranian
Bartłomiej W. Papież